解决Scala异常处理java.lang.OutOfMemoryError: Java heap space error

需求：百万、千万、4千万级日志对设备进行除重
环境：设备内存64G，scala单机版运行shell文件
日志：
20G 48000000.log
4.0G 10000000.log
396M 1000000.log

代码如下

帮助

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18 19 20 21 22

import scala.io.Source import scala.collection.mutable.ArrayBuffer var text = Source.fromFile("/Users/shuhai/1000000.log").getLines;   //imei is required var log = ArrayBuffer[String](); while(text.hasNext) {     var row = text.next     if(row.contains("imei"))         log += row }   //println(log.head) //println(log.length)   var act = log.filter{ (row) => row.contains("active") } var imei = act.map(_.split(",").filter(_.contains("imei"))).map(_.mkString(",")) var clean= imei.map(_.replaceAll("\"","")).map(_.replaceAll(" ","")) println("total:" + clean.length)   var count = clean.toList.distinct.length println("distinct:" + count)

异常

➜ scala scala distinct_imei.scala
java.lang.OutOfMemoryError: Java heap space
at java.util.Arrays.copyOfRange(Arrays.java:3664)
at java.lang.String.(String.java:201)
at java.io.BufferedReader.readLine(BufferedReader.java:356)
at java.io.BufferedReader.readLine(BufferedReader.java:389)
at scala.io.BufferedSource$BufferedLineIterator.hasNext(BufferedSource.scala:72)
at Main$$anon$1.(distinct_imei.scala:7)
at Main$.main(distinct_imei.scala:1)
at Main.main(distinct_imei.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:483)
at scala.reflect.internal.util.ScalaClassLoader$$anonfun$run$1.apply(ScalaClassLoader.scala:70)
at scala.reflect.internal.util.ScalaClassLoader$class.asContext(ScalaClassLoader.scala:31)
at scala.reflect.internal.util.ScalaClassLoader$URLClassLoader.asContext(ScalaClassLoader.scala:101)
at scala.reflect.internal.util.ScalaClassLoader$class.run(ScalaClassLoader.scala:70)
at scala.reflect.internal.util.ScalaClassLoader$URLClassLoader.run(ScalaClassLoader.scala:101)
at scala.tools.nsc.CommonRunner$class.run(ObjectRunner.scala:22)
at scala.tools.nsc.ObjectRunner$.run(ObjectRunner.scala:39)
at scala.tools.nsc.CommonRunner$class.runAndCatch(ObjectRunner.scala:29)
at scala.tools.nsc.ObjectRunner$.runAndCatch(ObjectRunner.scala:39)
at scala.tools.nsc.ScriptRunner.scala$tools$nsc$ScriptRunner$$runCompiled(ScriptRunner.scala:170)
at scala.tools.nsc.ScriptRunner$$anonfun$runScript$1.apply(ScriptRunner.scala:187)
at scala.tools.nsc.ScriptRunner$$anonfun$runScript$1.apply(ScriptRunner.scala:187)
at scala.tools.nsc.ScriptRunner$$anonfun$withCompiledScript$1$$anonfun$apply$mcZ$sp$1.apply(ScriptRunner.scala:156)
at scala.tools.nsc.ScriptRunner$$anonfun$withCompiledScript$1.apply$mcZ$sp(ScriptRunner.scala:156)
at scala.tools.nsc.ScriptRunner$$anonfun$withCompiledScript$1.apply(ScriptRunner.scala:124)
at scala.tools.nsc.ScriptRunner$$anonfun$withCompiledScript$1.apply(ScriptRunner.scala:124)
at scala.tools.nsc.util.package$.trackingThreads(package.scala:43)
at scala.tools.nsc.util.package$.waitingForThreads(package.scala:27)
at scala.tools.nsc.ScriptRunner.withCompiledScript(ScriptRunner.scala:123)
at scala.tools.nsc.ScriptRunner.runScript(ScriptRunner.scala:187)

解决办法：

帮助

1	env JAVA_OPTS="-Xms256m -Xmx2048m" scala distinct_imei.scala

使用scala -help可以看到有一个-J的参数，也可以实现相同的效果

帮助

1	scala -J-Xms256m -J-Xmx2048m distinct_imei.scala

via:http://alvinalexander.com/scala/scala-repl-java.lang.outofmemoryerror-java-heap-space-error

http://www.4wei.cn/archives/1002410